Very broad question on understanding where formulas come from in physics

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The discussion centers on the necessity of memorizing derivations in physics. Participants express that while understanding derivations is crucial, memorizing them verbatim is not practical due to their complexity and length. Instead, the focus should be on grasping the underlying concepts, assumptions, and limitations of the derivations. It is emphasized that being able to perform a derivation when needed, even with reference materials, is more important than rote memorization. The consensus is that understanding key insights from derivations is valuable, akin to remembering significant lines from a novel, rather than memorizing every detail. Overall, the ability to apply knowledge and understand the context of derivations is prioritized over memorization.
HJ Farnsworth
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Greetings everyone,

As we all know, when learning new topics in physics, it is often necessary to learn derivations of abstract formulas. When I go over these derivations, I rarely have trouble understanding them. However, I was curious on people’s opinions as to what degree these derivations should be memorized. It seems ridiculous to attempt to memorize all of them from start to finish, due to the extreme length of many of them – after all, I don’t only want to know where formulas come from, I also want to have the time to learn how to apply formulas.

In many courses that I have taken, though, my professors have explained complex derivations from start to finish. This could be a result of memorization, or just a familiarity with their topic that makes it easy for them to reproduce a derivation on their own.

So everyone, what is your opinion? At what point do you say that you have learned a derivation, and by what method do you go about learning it? Could you reproduce complicated derivations on your own, without any guidance, after learning them by your method?

Thanks for your thoughts.

-HJ Farnsworth
 
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I think everyone has trouble with derivations at the start and I think that's perfectly acceptable. I personally have very few if any derivations memorized. I remember one of my professors saying that he didn't have a certain formula memorized and said "why should I? That's why I have books". It's not really important to memorize derivations. It's important to be able to DO the derivation, however! Even if it requires looking up certain properties. You'll never be in a situation where you're asked to derive the completeness of a Hilbert space without any assistance (that was just an example, I've never even seen that done). It's silly. That's not being a physicist.

What really is important is knowing how to do it if need be, even if you have to consult a text for certain properties. It's also important to know the limitations of something, what the beginning stipulations are, and what the motivation is. For example, I've derived the lorentz transformation a few times. Do I remember how? Vaguely. Do I remember what the assumptions are? Sure! Limitations? You bet. The importance? 'Course. Step by step procedure? God no.
 
I agree with Pengwuino, but also, to me, its like reading a novel. Do you need to memorize the entire novel in order to appreciate it? No, but certain lines in the book that really tell you something you didn't know, they might be worth memorizing, as a way of reminding you of some little nugget of truth. If you understand a derivation, then don't memorize it. If there is some part that you don't understand, and then come to understand, remember that part. When I go thru a derivation, my mind goes, blah blah blah, then all of a sudden I see something I didn't know, and then I start my brain recorder.
 
Pengwuino said:
What really is important is knowing how to do it if need be, even if you have to consult a text for certain properties. It's also important to know the limitations of something, what the beginning stipulations are, and what the motivation is. For example, I've derived the lorentz transformation a few times. Do I remember how? Vaguely. Do I remember what the assumptions are? Sure! Limitations? You bet. The importance? 'Course. Step by step procedure? God no.

Truer words have never been spoken! This was phrased perfectly, and is exactly how I feel on the matter as well.
 
Hey, I am Andreas from Germany. I am currently 35 years old and I want to relearn math and physics. This is not one of these regular questions when it comes to this matter. So... I am very realistic about it. I know that there are severe contraints when it comes to selfstudy compared to a regular school and/or university (structure, peers, teachers, learning groups, tests, access to papers and so on) . I will never get a job in this field and I will never be taken serious by "real"...
Yesterday, 9/5/2025, when I was surfing, I found an article The Schwarzschild solution contains three problems, which can be easily solved - Journal of King Saud University - Science ABUNDANCE ESTIMATION IN AN ARID ENVIRONMENT https://jksus.org/the-schwarzschild-solution-contains-three-problems-which-can-be-easily-solved/ that has the derivation of a line element as a corrected version of the Schwarzschild solution to Einstein’s field equation. This article's date received is 2022-11-15...
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